Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 866 |
| Missing cells | 30 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 19 |
| Duplicate rows (%) | 2.2% |
| Total size in memory | 128.7 KiB |
| Average record size in memory | 152.2 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 6 |
| Dataset has 19 (2.2%) duplicate rows | Duplicates |
Odds is highly overall correlated with team and 1 other fields | High correlation |
Season is highly overall correlated with highest_salary and 1 other fields | High correlation |
avg_age is highly overall correlated with avg_exp | High correlation |
avg_exp is highly overall correlated with avg_age | High correlation |
avg_height is highly overall correlated with avg_weight | High correlation |
avg_weight is highly overall correlated with avg_height | High correlation |
conference is highly overall correlated with team and 1 other fields | High correlation |
highest_salary is highly overall correlated with Season and 1 other fields | High correlation |
nb_champ_past_4y is highly overall correlated with winner | High correlation |
nb_championships is highly overall correlated with nb_po_apperence and 2 other fields | High correlation |
nb_po_apperence is highly overall correlated with nb_championships and 2 other fields | High correlation |
team is highly overall correlated with Odds and 4 other fields | High correlation |
team_full_name is highly overall correlated with Odds and 4 other fields | High correlation |
total_salary is highly overall correlated with Season and 1 other fields | High correlation |
winner is highly overall correlated with nb_champ_past_4y | High correlation |
nb_champ_past_4y is highly imbalanced (70.9%) | Imbalance |
winner is highly imbalanced (79.4%) | Imbalance |
ranking has 30 (3.5%) missing values | Missing |
nb_championships has 446 (51.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-03 08:55:38.247891 |
|---|---|
| Analysis finished | 2024-10-03 08:55:45.949605 |
| Duration | 7.7 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
Season
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 19 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2014.291 |
| Minimum | 2007 |
|---|---|
| Maximum | 2025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 2007 |
|---|---|
| 5-th percentile | 2008 |
| Q1 | 2010 |
| median | 2013 |
| Q3 | 2018 |
| 95-th percentile | 2024 |
| Maximum | 2025 |
| Range | 18 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.1390683 |
|---|---|
| Coefficient of variation (CV) | 0.0025513038 |
| Kurtosis | -0.80438594 |
| Mean | 2014.291 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.60905179 |
| Sum | 1744376 |
| Variance | 26.410023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2010 | 90 | 10.4% |
| 2011 | 90 | 10.4% |
| 2012 | 90 | 10.4% |
| 2008 | 59 | 6.8% |
| 2009 | 59 | 6.8% |
| 2013 | 59 | 6.8% |
| 2014 | 59 | 6.8% |
| 2025 | 30 | 3.5% |
| 2015 | 30 | 3.5% |
| 2016 | 30 | 3.5% |
| Other values (9) | 270 |
| Value | Count | Frequency (%) |
| 2007 | 30 | 3.5% |
| 2008 | 59 | |
| 2009 | 59 | |
| 2010 | 90 | |
| 2011 | 90 | |
| 2012 | 90 | |
| 2013 | 59 | |
| 2014 | 59 | |
| 2015 | 30 | 3.5% |
| 2016 | 30 | 3.5% |
| Value | Count | Frequency (%) |
| 2025 | 30 | |
| 2024 | 30 | |
| 2023 | 30 | |
| 2022 | 30 | |
| 2021 | 30 | |
| 2020 | 30 | |
| 2019 | 30 | |
| 2018 | 30 | |
| 2017 | 30 | |
| 2016 | 30 |
team
Categorical
HIGH CORRELATION 
| Distinct | 35 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| ATL | 29 |
|---|---|
| MIA | 29 |
| IND | 29 |
| HOU | 29 |
| DET | 29 |
| Other values (30) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2598 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | ATL |
|---|---|
| 2nd row | ATL |
| 3rd row | ATL |
| 4th row | ATL |
| 5th row | ATL |
Common Values
| Value | Count | Frequency (%) |
| ATL | 29 | 3.3% |
| MIA | 29 | 3.3% |
| IND | 29 | 3.3% |
| HOU | 29 | 3.3% |
| DET | 29 | 3.3% |
| LAC | 29 | 3.3% |
| DEN | 29 | 3.3% |
| DAL | 29 | 3.3% |
| CLE | 29 | 3.3% |
| CHI | 29 | 3.3% |
| Other values (25) | 576 |
Length
| Value | Count | Frequency (%) |
| atl | 29 | 3.3% |
| bos | 29 | 3.3% |
| nyk | 29 | 3.3% |
| orl | 29 | 3.3% |
| phi | 29 | 3.3% |
| pho | 29 | 3.3% |
| por | 29 | 3.3% |
| uta | 29 | 3.3% |
| sas | 29 | 3.3% |
| tor | 29 | 3.3% |
| Other values (25) | 576 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 281 | 10.8% |
| O | 237 | 9.1% |
| L | 232 | 8.9% |
| S | 176 | 6.8% |
| I | 174 | 6.7% |
| N | 171 | 6.6% |
| C | 170 | 6.5% |
| H | 159 | 6.1% |
| M | 145 | 5.6% |
| E | 118 | 4.5% |
| Other values (11) | 735 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2598 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 281 | 10.8% |
| O | 237 | 9.1% |
| L | 232 | 8.9% |
| S | 176 | 6.8% |
| I | 174 | 6.7% |
| N | 171 | 6.6% |
| C | 170 | 6.5% |
| H | 159 | 6.1% |
| M | 145 | 5.6% |
| E | 118 | 4.5% |
| Other values (11) | 735 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2598 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 281 | 10.8% |
| O | 237 | 9.1% |
| L | 232 | 8.9% |
| S | 176 | 6.8% |
| I | 174 | 6.7% |
| N | 171 | 6.6% |
| C | 170 | 6.5% |
| H | 159 | 6.1% |
| M | 145 | 5.6% |
| E | 118 | 4.5% |
| Other values (11) | 735 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2598 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 281 | 10.8% |
| O | 237 | 9.1% |
| L | 232 | 8.9% |
| S | 176 | 6.8% |
| I | 174 | 6.7% |
| N | 171 | 6.6% |
| C | 170 | 6.5% |
| H | 159 | 6.1% |
| M | 145 | 5.6% |
| E | 118 | 4.5% |
| Other values (11) | 735 |
team_full_name
Categorical
HIGH CORRELATION 
| Distinct | 35 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| Atlanta Hawks | 29 |
|---|---|
| Miami Heat | 29 |
| Indiana Pacers | 29 |
| Houston Rockets | 29 |
| Detroit Pistons | 29 |
| Other values (30) |
Length
| Max length | 33 |
|---|---|
| Median length | 20 |
| Mean length | 16.072748 |
| Min length | 9 |
Characters and Unicode
| Total characters | 13919 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Atlanta Hawks |
|---|---|
| 2nd row | Atlanta Hawks |
| 3rd row | Atlanta Hawks |
| 4th row | Atlanta Hawks |
| 5th row | Atlanta Hawks |
Common Values
| Value | Count | Frequency (%) |
| Atlanta Hawks | 29 | 3.3% |
| Miami Heat | 29 | 3.3% |
| Indiana Pacers | 29 | 3.3% |
| Houston Rockets | 29 | 3.3% |
| Detroit Pistons | 29 | 3.3% |
| Los Angeles Clippers | 29 | 3.3% |
| Denver Nuggets | 29 | 3.3% |
| Dallas Mavericks | 29 | 3.3% |
| Cleveland Cavaliers | 29 | 3.3% |
| Chicago Bulls | 29 | 3.3% |
| Other values (25) | 576 |
Length
| Value | Count | Frequency (%) |
| new | 70 | 3.5% |
| los | 58 | 2.9% |
| angeles | 58 | 2.9% |
| atlanta | 29 | 1.5% |
| portland | 29 | 1.5% |
| washington | 29 | 1.5% |
| wizards | 29 | 1.5% |
| hawks | 29 | 1.5% |
| timberwolves | 29 | 1.5% |
| toronto | 29 | 1.5% |
| Other values (60) | 1584 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1180 | 8.5% |
| a | 1155 | 8.3% |
| s | 1114 | 8.0% |
| 1107 | 8.0% | |
| o | 885 | 6.4% |
| n | 861 | 6.2% |
| i | 823 | 5.9% |
| r | 805 | 5.8% |
| t | 770 | 5.5% |
| l | 749 | 5.4% |
| Other values (37) | 4470 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10806 | |
| Uppercase Letter | 1947 | 14.0% |
| Space Separator | 1107 | 8.0% |
| Decimal Number | 58 | 0.4% |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1180 | |
| a | 1155 | |
| s | 1114 | |
| o | 885 | |
| n | 861 | 8.0% |
| i | 823 | 7.6% |
| r | 805 | 7.4% |
| t | 770 | 7.1% |
| l | 749 | 6.9% |
| c | 293 | 2.7% |
| Other values (13) | 2171 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 200 | 10.3% |
| M | 174 | 8.9% |
| P | 157 | 8.1% |
| S | 151 | 7.8% |
| B | 149 | 7.7% |
| N | 128 | 6.6% |
| A | 116 | 6.0% |
| H | 113 | 5.8% |
| T | 112 | 5.8% |
| W | 87 | 4.5% |
| Other values (10) | 560 |
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 29 | |
| 6 | 29 |
Space Separator
| Value | Count | Frequency (%) |
| 1107 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12753 | |
| Common | 1166 | 8.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1180 | 9.3% |
| a | 1155 | 9.1% |
| s | 1114 | 8.7% |
| o | 885 | 6.9% |
| n | 861 | 6.8% |
| i | 823 | 6.5% |
| r | 805 | 6.3% |
| t | 770 | 6.0% |
| l | 749 | 5.9% |
| c | 293 | 2.3% |
| Other values (33) | 4118 |
Common
| Value | Count | Frequency (%) |
| 1107 | ||
| 7 | 29 | 2.5% |
| 6 | 29 | 2.5% |
| / | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13919 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1180 | 8.5% |
| a | 1155 | 8.3% |
| s | 1114 | 8.0% |
| 1107 | 8.0% | |
| o | 885 | 6.4% |
| n | 861 | 6.2% |
| i | 823 | 5.9% |
| r | 805 | 5.8% |
| t | 770 | 5.5% |
| l | 749 | 5.4% |
| Other values (37) | 4470 |
conference
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| EAST | |
|---|---|
| WEST |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3464 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EAST |
|---|---|
| 2nd row | EAST |
| 3rd row | EAST |
| 4th row | EAST |
| 5th row | EAST |
Common Values
| Value | Count | Frequency (%) |
| EAST | 435 | |
| WEST | 431 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| east | 435 | |
| west | 431 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 866 | |
| S | 866 | |
| T | 866 | |
| A | 435 | |
| W | 431 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3464 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 866 | |
| S | 866 | |
| T | 866 | |
| A | 435 | |
| W | 431 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3464 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 866 | |
| S | 866 | |
| T | 866 | |
| A | 435 | |
| W | 431 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3464 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 866 | |
| S | 866 | |
| T | 866 | |
| A | 435 | |
| W | 431 |
avg_age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 379 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.371051 |
| Minimum | 23.210526 |
|---|---|
| Maximum | 31.315789 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 23.210526 |
|---|---|
| 5-th percentile | 24.417763 |
| Q1 | 25.5 |
| median | 26.1875 |
| Q3 | 27.235294 |
| 95-th percentile | 28.7 |
| Maximum | 31.315789 |
| Range | 8.1052632 |
| Interquartile range (IQR) | 1.7352941 |
Descriptive statistics
| Standard deviation | 1.3251528 |
|---|---|
| Coefficient of variation (CV) | 0.050250282 |
| Kurtosis | 0.23037035 |
| Mean | 26.371051 |
| Median Absolute Deviation (MAD) | 0.88846154 |
| Skewness | 0.43732685 |
| Sum | 22837.33 |
| Variance | 1.7560298 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 14 | 1.6% |
| 25.16666667 | 12 | 1.4% |
| 26 | 10 | 1.2% |
| 26.72222222 | 10 | 1.2% |
| 25.75 | 9 | 1.0% |
| 25.66666667 | 9 | 1.0% |
| 26.125 | 9 | 1.0% |
| 25.5 | 8 | 0.9% |
| 25.76470588 | 8 | 0.9% |
| 25.21052632 | 7 | 0.8% |
| Other values (369) | 770 |
| Value | Count | Frequency (%) |
| 23.21052632 | 1 | 0.1% |
| 23.30434783 | 2 | |
| 23.4 | 1 | 0.1% |
| 23.4375 | 1 | 0.1% |
| 23.60869565 | 1 | 0.1% |
| 23.61111111 | 1 | 0.1% |
| 23.64705882 | 3 | |
| 23.65217391 | 1 | 0.1% |
| 23.65384615 | 1 | 0.1% |
| 23.72727273 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 31.31578947 | 2 | |
| 31.05882353 | 1 | 0.1% |
| 30.23529412 | 3 | |
| 30.04761905 | 1 | 0.1% |
| 29.83333333 | 2 | |
| 29.72222222 | 2 | |
| 29.53333333 | 1 | 0.1% |
| 29.47619048 | 1 | 0.1% |
| 29.4375 | 1 | 0.1% |
| 29.375 | 3 |
avg_exp
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 366 |
|---|---|
| Distinct (%) | 42.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6321082 |
| Minimum | 1.6521739 |
|---|---|
| Maximum | 8.6470588 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 1.6521739 |
|---|---|
| 5-th percentile | 2.895098 |
| Q1 | 3.7142857 |
| median | 4.4 |
| Q3 | 5.3684211 |
| 95-th percentile | 7.1083333 |
| Maximum | 8.6470588 |
| Range | 6.9948849 |
| Interquartile range (IQR) | 1.6541353 |
Descriptive statistics
| Standard deviation | 1.2775474 |
|---|---|
| Coefficient of variation (CV) | 0.27580258 |
| Kurtosis | 0.29517611 |
| Mean | 4.6321082 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 0.62808798 |
| Sum | 4011.4057 |
| Variance | 1.6321274 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 13 | 1.5% |
| 4.4 | 12 | 1.4% |
| 4.625 | 11 | 1.3% |
| 4.75 | 11 | 1.3% |
| 4 | 11 | 1.3% |
| 5 | 9 | 1.0% |
| 3.875 | 9 | 1.0% |
| 4.157894737 | 7 | 0.8% |
| 4.666666667 | 7 | 0.8% |
| 4.388888889 | 7 | 0.8% |
| Other values (356) | 769 |
| Value | Count | Frequency (%) |
| 1.652173913 | 2 | |
| 1.727272727 | 1 | |
| 1.730769231 | 1 | |
| 1.92 | 1 | |
| 2.043478261 | 1 | |
| 2.1 | 2 | |
| 2.105263158 | 1 | |
| 2.117647059 | 1 | |
| 2.318181818 | 1 | |
| 2.368421053 | 1 |
| Value | Count | Frequency (%) |
| 8.647058824 | 4 | |
| 8.526315789 | 2 | |
| 8.380952381 | 1 | 0.1% |
| 8.266666667 | 1 | 0.1% |
| 8.12 | 1 | 0.1% |
| 7.9375 | 3 | |
| 7.875 | 3 | |
| 7.8125 | 3 | |
| 7.777777778 | 4 | |
| 7.733333333 | 2 |
avg_weight
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 497 |
|---|---|
| Distinct (%) | 57.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 220.27067 |
| Minimum | 204.64706 |
|---|---|
| Maximum | 232.46667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 204.64706 |
|---|---|
| 5-th percentile | 212.5 |
| Q1 | 217.50543 |
| median | 220.34314 |
| Q3 | 223.60702 |
| 95-th percentile | 227.67566 |
| Maximum | 232.46667 |
| Range | 27.819608 |
| Interquartile range (IQR) | 6.1015828 |
Descriptive statistics
| Standard deviation | 4.7004351 |
|---|---|
| Coefficient of variation (CV) | 0.02133936 |
| Kurtosis | 0.078951899 |
| Mean | 220.27067 |
| Median Absolute Deviation (MAD) | 3.0068627 |
| Skewness | -0.19923996 |
| Sum | 190754.4 |
| Variance | 22.09409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 219.4736842 | 7 | 0.8% |
| 218 | 7 | 0.8% |
| 230.0588235 | 6 | 0.7% |
| 220.6 | 6 | 0.7% |
| 224 | 6 | 0.7% |
| 220.2352941 | 6 | 0.7% |
| 219 | 6 | 0.7% |
| 217.4210526 | 5 | 0.6% |
| 225.8125 | 5 | 0.6% |
| 220.9333333 | 5 | 0.6% |
| Other values (487) | 807 |
| Value | Count | Frequency (%) |
| 204.6470588 | 1 | |
| 204.8333333 | 1 | |
| 205.1538462 | 1 | |
| 207.1578947 | 1 | |
| 207.5555556 | 1 | |
| 207.9473684 | 1 | |
| 208 | 1 | |
| 208.1818182 | 1 | |
| 208.1875 | 1 | |
| 208.2631579 | 1 |
| Value | Count | Frequency (%) |
| 232.4666667 | 1 | 0.1% |
| 231.8 | 2 | 0.2% |
| 231.75 | 3 | |
| 231 | 2 | 0.2% |
| 230.5789474 | 1 | 0.1% |
| 230.0588235 | 6 | |
| 229.9 | 1 | 0.1% |
| 229.5333333 | 2 | 0.2% |
| 229.3333333 | 1 | 0.1% |
| 229 | 3 |
avg_height
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 272 |
|---|---|
| Distinct (%) | 31.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.828861 |
| Minimum | 77.24 |
|---|---|
| Maximum | 80.125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 77.24 |
|---|---|
| 5-th percentile | 77.888889 |
| Q1 | 78.5 |
| median | 78.842105 |
| Q3 | 79.214286 |
| 95-th percentile | 79.666667 |
| Maximum | 80.125 |
| Range | 2.885 |
| Interquartile range (IQR) | 0.71428571 |
Descriptive statistics
| Standard deviation | 0.53290108 |
|---|---|
| Coefficient of variation (CV) | 0.0067602281 |
| Kurtosis | -0.23592728 |
| Mean | 78.828861 |
| Median Absolute Deviation (MAD) | 0.36591479 |
| Skewness | -0.17104557 |
| Sum | 68265.793 |
| Variance | 0.28398356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 79 | 34 | 3.9% |
| 78.8 | 23 | 2.7% |
| 78.66666667 | 15 | 1.7% |
| 78.75 | 14 | 1.6% |
| 79.33333333 | 12 | 1.4% |
| 79.05882353 | 12 | 1.4% |
| 79.29411765 | 11 | 1.3% |
| 78.5 | 11 | 1.3% |
| 79.15789474 | 10 | 1.2% |
| 79.2 | 10 | 1.2% |
| Other values (262) | 714 |
| Value | Count | Frequency (%) |
| 77.24 | 1 | |
| 77.26315789 | 1 | |
| 77.29411765 | 1 | |
| 77.45 | 1 | |
| 77.52173913 | 1 | |
| 77.54545455 | 1 | |
| 77.55555556 | 2 | |
| 77.56521739 | 2 | |
| 77.58823529 | 1 | |
| 77.6 | 1 |
| Value | Count | Frequency (%) |
| 80.125 | 2 | 0.2% |
| 80.11111111 | 3 | |
| 80 | 5 | |
| 79.9375 | 3 | |
| 79.93333333 | 3 | |
| 79.9047619 | 1 | 0.1% |
| 79.88235294 | 3 | |
| 79.875 | 1 | 0.1% |
| 79.86666667 | 2 | 0.2% |
| 79.85714286 | 3 |
Odds
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 49 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14168.995 |
| Minimum | 175 |
|---|---|
| Maximum | 100000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 175 |
|---|---|
| 5-th percentile | 450 |
| Q1 | 1600 |
| median | 5000 |
| Q3 | 12500 |
| 95-th percentile | 100000 |
| Maximum | 100000 |
| Range | 99825 |
| Interquartile range (IQR) | 10900 |
Descriptive statistics
| Standard deviation | 24733.847 |
|---|---|
| Coefficient of variation (CV) | 1.7456316 |
| Kurtosis | 6.4977692 |
| Mean | 14168.995 |
| Median Absolute Deviation (MAD) | 4000 |
| Skewness | 2.7311353 |
| Sum | 12270350 |
| Variance | 6.1176317 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 79 | 9.1% |
| 5000 | 64 | 7.4% |
| 100000 | 55 | 6.4% |
| 15000 | 54 | 6.2% |
| 4000 | 52 | 6.0% |
| 6600 | 44 | 5.1% |
| 20000 | 42 | 4.8% |
| 3000 | 39 | 4.5% |
| 50000 | 37 | 4.3% |
| 1000 | 37 | 4.3% |
| Other values (39) | 363 |
| Value | Count | Frequency (%) |
| 175 | 3 | 0.3% |
| 200 | 2 | 0.2% |
| 225 | 8 | |
| 250 | 3 | 0.3% |
| 275 | 2 | 0.2% |
| 300 | 14 | |
| 350 | 4 | 0.5% |
| 400 | 1 | 0.1% |
| 450 | 13 | |
| 500 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 100000 | 55 | |
| 50000 | 37 | |
| 30000 | 4 | 0.5% |
| 25000 | 12 | 1.4% |
| 20000 | 42 | |
| 15000 | 54 | |
| 12500 | 29 | 3.3% |
| 12000 | 1 | 0.1% |
| 10000 | 79 | |
| 8000 | 29 | 3.3% |
highest_salary
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 453 |
|---|---|
| Distinct (%) | 52.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20305152 |
| Minimum | 5525000 |
|---|---|
| Maximum | 55761216 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 5525000 |
|---|---|
| 5-th percentile | 9862207.8 |
| Q1 | 13735000 |
| median | 17545000 |
| Q3 | 24080444 |
| 95-th percentile | 40851645 |
| Maximum | 55761216 |
| Range | 50236216 |
| Interquartile range (IQR) | 10345444 |
Descriptive statistics
| Standard deviation | 9352039.7 |
|---|---|
| Coefficient of variation (CV) | 0.46057471 |
| Kurtosis | 1.1477309 |
| Mean | 20305152 |
| Median Absolute Deviation (MAD) | 4545000 |
| Skewness | 1.2606679 |
| Sum | 1.7584262 × 1010 |
| Variance | 8.7460646 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12000000 | 14 | 1.6% |
| 12500000 | 10 | 1.2% |
| 13500000 | 10 | 1.2% |
| 11000000 | 10 | 1.2% |
| 14000000 | 8 | 0.9% |
| 20000000 | 7 | 0.8% |
| 13000000 | 7 | 0.8% |
| 26540100 | 6 | 0.7% |
| 16359805 | 6 | 0.7% |
| 13520500 | 6 | 0.7% |
| Other values (443) | 782 |
| Value | Count | Frequency (%) |
| 5525000 | 1 | 0.1% |
| 6262347 | 3 | |
| 6500000 | 1 | 0.1% |
| 7280000 | 1 | 0.1% |
| 7350000 | 3 | |
| 7500000 | 2 | |
| 7647500 | 1 | 0.1% |
| 8000000 | 2 | |
| 8083000 | 2 | |
| 8175476 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 55761216 | 1 | |
| 51915615 | 1 | |
| 51415938 | 2 | |
| 51179021 | 1 | |
| 49700000 | 1 | |
| 49205800 | 2 | |
| 48798677 | 1 | |
| 48787676 | 1 | |
| 48728845 | 1 | |
| 48070014 | 1 |
median_salary
Real number (ℝ)
| Distinct | 510 |
|---|---|
| Distinct (%) | 58.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2733017.5 |
| Minimum | 606702 |
|---|---|
| Maximum | 11445000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 606702 |
|---|---|
| 5-th percentile | 1316306.6 |
| Q1 | 1963609.1 |
| median | 2500000 |
| Q3 | 3181717.6 |
| 95-th percentile | 4990514 |
| Maximum | 11445000 |
| Range | 10838298 |
| Interquartile range (IQR) | 1218108.5 |
Descriptive statistics
| Standard deviation | 1248773.9 |
|---|---|
| Coefficient of variation (CV) | 0.45692129 |
| Kurtosis | 8.9259023 |
| Mean | 2733017.5 |
| Median Absolute Deviation (MAD) | 597300 |
| Skewness | 2.2933643 |
| Sum | 2.3667932 × 109 |
| Variance | 1.5594362 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2500000 | 18 | 2.1% |
| 2000000 | 15 | 1.7% |
| 3000000 | 11 | 1.3% |
| 4000000 | 9 | 1.0% |
| 3250000 | 8 | 0.9% |
| 1352181 | 8 | 0.9% |
| 3500000 | 7 | 0.8% |
| 2020200 | 5 | 0.6% |
| 3100000 | 5 | 0.6% |
| 1836090 | 5 | 0.6% |
| Other values (500) | 775 |
| Value | Count | Frequency (%) |
| 606702 | 1 | 0.1% |
| 680937 | 1 | 0.1% |
| 816481 | 1 | 0.1% |
| 838464 | 1 | 0.1% |
| 839209 | 1 | 0.1% |
| 870318.5 | 1 | 0.1% |
| 918000 | 3 | |
| 981084 | 1 | 0.1% |
| 1020960 | 3 | |
| 1058622 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 11445000 | 1 | |
| 10130980 | 1 | |
| 9249960 | 1 | |
| 9104643.5 | 1 | |
| 9057971 | 1 | |
| 8928571.5 | 1 | |
| 8500000 | 1 | |
| 8390244 | 1 | |
| 8250000 | 1 | |
| 8000000 | 1 |
total_salary
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 570 |
|---|---|
| Distinct (%) | 65.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89429834 |
| Minimum | 41964046 |
|---|---|
| Maximum | 2.196278 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 41964046 |
|---|---|
| 5-th percentile | 55063049 |
| Q1 | 65551946 |
| median | 74117458 |
| Q3 | 1.1131912 × 108 |
| 95-th percentile | 1.6500466 × 108 |
| Maximum | 2.196278 × 108 |
| Range | 1.7766376 × 108 |
| Interquartile range (IQR) | 45767171 |
Descriptive statistics
| Standard deviation | 34526683 |
|---|---|
| Coefficient of variation (CV) | 0.38607567 |
| Kurtosis | 0.62456759 |
| Mean | 89429834 |
| Median Absolute Deviation (MAD) | 12759742 |
| Skewness | 1.2215965 |
| Sum | 7.7446236 × 1010 |
| Variance | 1.1920918 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 91428140 | 3 | 0.3% |
| 73440274 | 3 | 0.3% |
| 48950236 | 3 | 0.3% |
| 61576901 | 3 | 0.3% |
| 68415336 | 3 | 0.3% |
| 65352372 | 3 | 0.3% |
| 57021755 | 3 | 0.3% |
| 72315654 | 3 | 0.3% |
| 68914971 | 3 | 0.3% |
| 69700359 | 3 | 0.3% |
| Other values (560) | 836 |
| Value | Count | Frequency (%) |
| 41964046 | 1 | 0.1% |
| 45268465 | 3 | |
| 47560404 | 2 | |
| 48581972 | 1 | 0.1% |
| 48950236 | 3 | |
| 49675131 | 2 | |
| 51015491 | 1 | 0.1% |
| 51554083 | 3 | |
| 53076014 | 2 | |
| 53225329 | 3 |
| Value | Count | Frequency (%) |
| 219627801 | 1 | |
| 206814776 | 1 | |
| 205560682 | 1 | |
| 201620656 | 1 | |
| 200060815 | 1 | |
| 191331329 | 1 | |
| 191189228 | 1 | |
| 191009786 | 1 | |
| 189502439 | 1 | |
| 187028846 | 1 |
top_players
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 27 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 866 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 429 | |
| 0 | 245 | |
| 2 | 165 | 19.1% |
| 3 | 27 | 3.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 429 | |
| 0 | 245 | |
| 2 | 165 | 19.1% |
| 3 | 27 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 429 | |
| 0 | 245 | |
| 2 | 165 | 19.1% |
| 3 | 27 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 866 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 429 | |
| 0 | 245 | |
| 2 | 165 | 19.1% |
| 3 | 27 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 866 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 429 | |
| 0 | 245 | |
| 2 | 165 | 19.1% |
| 3 | 27 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 866 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 429 | |
| 0 | 245 | |
| 2 | 165 | 19.1% |
| 3 | 27 | 3.1% |
not_top_players
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.556582 |
| Minimum | 8 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 14 |
| median | 16 |
| Q3 | 18 |
| 95-th percentile | 24 |
| Maximum | 25 |
| Range | 17 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.4856813 |
|---|---|
| Coefficient of variation (CV) | 0.21053145 |
| Kurtosis | -0.17985397 |
| Mean | 16.556582 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.59257805 |
| Sum | 14338 |
| Variance | 12.149974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 121 | |
| 14 | 112 | |
| 16 | 97 | |
| 18 | 89 | |
| 17 | 74 | |
| 13 | 73 | |
| 19 | 54 | |
| 12 | 50 | 5.8% |
| 21 | 32 | 3.7% |
| 20 | 32 | 3.7% |
| Other values (8) | 132 |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 9 | 2 | 0.2% |
| 10 | 6 | 0.7% |
| 11 | 25 | 2.9% |
| 12 | 50 | |
| 13 | 73 | |
| 14 | 112 | |
| 15 | 121 | |
| 16 | 97 | |
| 17 | 74 |
| Value | Count | Frequency (%) |
| 25 | 24 | 2.8% |
| 24 | 21 | 2.4% |
| 23 | 25 | 2.9% |
| 22 | 28 | 3.2% |
| 21 | 32 | 3.7% |
| 20 | 32 | 3.7% |
| 19 | 54 | |
| 18 | 89 | |
| 17 | 74 | |
| 16 | 97 |
nb_championships
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9526559 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 446 |
| Zeros (%) | 51.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 11 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.6571347 |
|---|---|
| Coefficient of variation (CV) | 1.8729028 |
| Kurtosis | 8.1720376 |
| Mean | 1.9526559 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8513355 |
| Sum | 1691 |
| Variance | 13.374635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 446 | |
| 1 | 125 | 14.4% |
| 2 | 97 | 11.2% |
| 3 | 74 | 8.5% |
| 6 | 29 | 3.3% |
| 17 | 26 | 3.0% |
| 4 | 20 | 2.3% |
| 11 | 18 | 2.1% |
| 5 | 17 | 2.0% |
| 12 | 6 | 0.7% |
| Other values (4) | 8 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 446 | |
| 1 | 125 | 14.4% |
| 2 | 97 | 11.2% |
| 3 | 74 | 8.5% |
| 4 | 20 | 2.3% |
| 5 | 17 | 2.0% |
| 6 | 29 | 3.3% |
| 9 | 3 | 0.3% |
| 10 | 2 | 0.2% |
| 11 | 18 | 2.1% |
| Value | Count | Frequency (%) |
| 18 | 2 | 0.2% |
| 17 | 26 | |
| 16 | 1 | 0.1% |
| 12 | 6 | 0.7% |
| 11 | 18 | |
| 10 | 2 | 0.2% |
| 9 | 3 | 0.3% |
| 6 | 29 | |
| 5 | 17 | |
| 4 | 20 |
nb_champ_past_4y
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 72 |
| 2 | 20 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 866 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 773 | |
| 1 | 72 | 8.3% |
| 2 | 20 | 2.3% |
| 3 | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 773 | |
| 1 | 72 | 8.3% |
| 2 | 20 | 2.3% |
| 3 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 773 | |
| 1 | 72 | 8.3% |
| 2 | 20 | 2.3% |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 866 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 773 | |
| 1 | 72 | 8.3% |
| 2 | 20 | 2.3% |
| 3 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 866 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 773 | |
| 1 | 72 | 8.3% |
| 2 | 20 | 2.3% |
| 3 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 866 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 773 | |
| 1 | 72 | 8.3% |
| 2 | 20 | 2.3% |
| 3 | 1 | 0.1% |
nb_po_apperence
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 61 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.47806 |
| Minimum | 1 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 11 |
| median | 25 |
| Q3 | 33 |
| 95-th percentile | 49 |
| Maximum | 61 |
| Range | 60 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 14.194442 |
|---|---|
| Coefficient of variation (CV) | 0.60458325 |
| Kurtosis | -0.80783038 |
| Mean | 23.47806 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.21580097 |
| Sum | 20332 |
| Variance | 201.48218 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 67 | 7.7% |
| 33 | 46 | 5.3% |
| 42 | 42 | 4.8% |
| 29 | 39 | 4.5% |
| 25 | 36 | 4.2% |
| 32 | 31 | 3.6% |
| 4 | 30 | 3.5% |
| 31 | 25 | 2.9% |
| 18 | 24 | 2.8% |
| 8 | 24 | 2.8% |
| Other values (51) | 502 |
| Value | Count | Frequency (%) |
| 1 | 19 | 2.2% |
| 2 | 11 | 1.3% |
| 3 | 12 | 1.4% |
| 4 | 30 | |
| 5 | 67 | |
| 6 | 10 | 1.2% |
| 7 | 8 | 0.9% |
| 8 | 24 | 2.8% |
| 9 | 16 | 1.8% |
| 10 | 14 | 1.6% |
| Value | Count | Frequency (%) |
| 61 | 2 | 0.2% |
| 60 | 1 | 0.1% |
| 59 | 1 | 0.1% |
| 58 | 1 | 0.1% |
| 57 | 1 | 0.1% |
| 56 | 1 | 0.1% |
| 55 | 1 | 0.1% |
| 54 | 1 | 0.1% |
| 53 | 13 | |
| 52 | 2 | 0.2% |
winner
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 28 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 866 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 28 | 3.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 28 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 28 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 866 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 28 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 866 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 28 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 866 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 28 | 3.2% |
ranking
Real number (ℝ)
MISSING 
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 30 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9736842 |
| Minimum | 1 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 8 |
| Q3 | 12 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 14 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 4.3158836 |
|---|---|
| Coefficient of variation (CV) | 0.54126593 |
| Kurtosis | -1.206034 |
| Mean | 7.9736842 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.0071665579 |
| Sum | 6666 |
| Variance | 18.626852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 56 | 6.5% |
| 8 | 56 | 6.5% |
| 9 | 56 | 6.5% |
| 5 | 56 | 6.5% |
| 4 | 56 | 6.5% |
| 1 | 56 | 6.5% |
| 6 | 56 | 6.5% |
| 3 | 56 | 6.5% |
| 2 | 56 | 6.5% |
| 7 | 56 | 6.5% |
| Other values (5) | 276 |
| Value | Count | Frequency (%) |
| 1 | 56 | |
| 2 | 56 | |
| 3 | 56 | |
| 4 | 56 | |
| 5 | 56 | |
| 6 | 56 | |
| 7 | 56 | |
| 8 | 56 | |
| 9 | 56 | |
| 10 | 56 |
| Value | Count | Frequency (%) |
| 15 | 55 | |
| 14 | 55 | |
| 13 | 55 | |
| 12 | 55 | |
| 11 | 56 | |
| 10 | 56 | |
| 9 | 56 | |
| 8 | 56 | |
| 7 | 56 | |
| 6 | 56 |
| Odds | Season | avg_age | avg_exp | avg_height | avg_weight | conference | highest_salary | median_salary | nb_champ_past_4y | nb_championships | nb_po_apperence | not_top_players | ranking | team | team_full_name | top_players | total_salary | winner | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Odds | 1.000 | 0.094 | -0.363 | -0.371 | -0.053 | -0.013 | 0.184 | -0.167 | 0.062 | 0.089 | -0.258 | -0.144 | 0.180 | 0.435 | 0.510 | 0.510 | 0.108 | -0.128 | 0.074 |
| Season | 0.094 | 1.000 | -0.246 | -0.166 | -0.403 | -0.357 | 0.000 | 0.616 | 0.036 | 0.000 | 0.076 | 0.130 | 0.405 | 0.004 | 0.000 | 0.000 | 0.154 | 0.693 | 0.000 |
| avg_age | -0.363 | -0.246 | 1.000 | 0.913 | 0.101 | 0.139 | 0.172 | 0.050 | -0.062 | 0.333 | 0.178 | 0.049 | -0.284 | -0.448 | 0.254 | 0.254 | 0.283 | 0.029 | 0.245 |
| avg_exp | -0.371 | -0.166 | 0.913 | 1.000 | 0.102 | 0.157 | 0.110 | 0.121 | 0.030 | 0.295 | 0.179 | 0.077 | -0.311 | -0.478 | 0.250 | 0.250 | 0.163 | 0.117 | 0.290 |
| avg_height | -0.053 | -0.403 | 0.101 | 0.102 | 1.000 | 0.582 | 0.000 | -0.325 | 0.094 | 0.138 | 0.042 | -0.017 | -0.282 | -0.064 | 0.193 | 0.193 | 0.124 | -0.323 | 0.209 |
| avg_weight | -0.013 | -0.357 | 0.139 | 0.157 | 0.582 | 1.000 | 0.069 | -0.337 | 0.061 | 0.049 | -0.085 | -0.045 | -0.344 | -0.125 | 0.191 | 0.191 | 0.183 | -0.360 | 0.144 |
| conference | 0.184 | 0.000 | 0.172 | 0.110 | 0.000 | 0.069 | 1.000 | 0.057 | 0.000 | 0.065 | 0.479 | 0.240 | 0.061 | 0.000 | 0.981 | 0.981 | 0.065 | 0.014 | 0.000 |
| highest_salary | -0.167 | 0.616 | 0.050 | 0.121 | -0.325 | -0.337 | 0.057 | 1.000 | -0.091 | 0.184 | 0.210 | 0.155 | 0.209 | -0.246 | 0.219 | 0.219 | 0.350 | 0.864 | 0.102 |
| median_salary | 0.062 | 0.036 | -0.062 | 0.030 | 0.094 | 0.061 | 0.000 | -0.091 | 1.000 | 0.041 | -0.044 | -0.060 | -0.393 | -0.034 | 0.126 | 0.126 | 0.128 | 0.049 | 0.146 |
| nb_champ_past_4y | 0.089 | 0.000 | 0.333 | 0.295 | 0.138 | 0.049 | 0.065 | 0.184 | 0.041 | 1.000 | 0.349 | 0.274 | 0.074 | 0.218 | 0.339 | 0.339 | 0.161 | 0.185 | 0.544 |
| nb_championships | -0.258 | 0.076 | 0.178 | 0.179 | 0.042 | -0.085 | 0.479 | 0.210 | -0.044 | 0.349 | 1.000 | 0.610 | -0.044 | -0.220 | 0.747 | 0.747 | 0.105 | 0.189 | 0.330 |
| nb_po_apperence | -0.144 | 0.130 | 0.049 | 0.077 | -0.017 | -0.045 | 0.240 | 0.155 | -0.060 | 0.274 | 0.610 | 1.000 | 0.041 | -0.082 | 0.619 | 0.619 | 0.150 | 0.152 | 0.274 |
| not_top_players | 0.180 | 0.405 | -0.284 | -0.311 | -0.282 | -0.344 | 0.061 | 0.209 | -0.393 | 0.074 | -0.044 | 0.041 | 1.000 | 0.251 | 0.179 | 0.179 | 0.267 | 0.348 | 0.058 |
| ranking | 0.435 | 0.004 | -0.448 | -0.478 | -0.064 | -0.125 | 0.000 | -0.246 | -0.034 | 0.218 | -0.220 | -0.082 | 0.251 | 1.000 | 0.244 | 0.244 | 0.232 | -0.207 | 0.372 |
| team | 0.510 | 0.000 | 0.254 | 0.250 | 0.193 | 0.191 | 0.981 | 0.219 | 0.126 | 0.339 | 0.747 | 0.619 | 0.179 | 0.244 | 1.000 | 1.000 | 0.283 | 0.170 | 0.255 |
| team_full_name | 0.510 | 0.000 | 0.254 | 0.250 | 0.193 | 0.191 | 0.981 | 0.219 | 0.126 | 0.339 | 0.747 | 0.619 | 0.179 | 0.244 | 1.000 | 1.000 | 0.283 | 0.170 | 0.255 |
| top_players | 0.108 | 0.154 | 0.283 | 0.163 | 0.124 | 0.183 | 0.065 | 0.350 | 0.128 | 0.161 | 0.105 | 0.150 | 0.267 | 0.232 | 0.283 | 0.283 | 1.000 | 0.214 | 0.234 |
| total_salary | -0.128 | 0.693 | 0.029 | 0.117 | -0.323 | -0.360 | 0.014 | 0.864 | 0.049 | 0.185 | 0.189 | 0.152 | 0.348 | -0.207 | 0.170 | 0.170 | 0.214 | 1.000 | 0.097 |
| winner | 0.074 | 0.000 | 0.245 | 0.290 | 0.209 | 0.144 | 0.000 | 0.102 | 0.146 | 0.544 | 0.330 | 0.274 | 0.058 | 0.372 | 0.255 | 0.255 | 0.234 | 0.097 | 1.000 |
| Season | team | team_full_name | conference | avg_age | avg_exp | avg_weight | avg_height | Odds | highest_salary | median_salary | total_salary | top_players | not_top_players | nb_championships | nb_champ_past_4y | nb_po_apperence | winner | ranking | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2025 | ATL | Atlanta Hawks | EAST | 25.300000 | 3.700000 | 217.105263 | 78.950000 | 15000 | 43031940 | 6059520.0 | 169529070 | 1 | 14 | 0 | 0 | 36 | 0 | NaN |
| 1 | 2024 | ATL | Atlanta Hawks | EAST | 25.789474 | 4.368421 | 210.631579 | 78.263158 | 15000 | 40064220 | 2753441.0 | 157259361 | 1 | 21 | 0 | 0 | 36 | 0 | 10.0 |
| 2 | 2023 | ATL | Atlanta Hawks | EAST | 24.700000 | 3.350000 | 211.050000 | 78.500000 | 15000 | 37096500 | 2755015.5 | 148633740 | 1 | 19 | 0 | 0 | 36 | 0 | 8.0 |
| 3 | 2022 | ATL | Atlanta Hawks | EAST | 25.916667 | 4.125000 | 213.625000 | 78.250000 | 15000 | 23000000 | 2659560.0 | 133731629 | 0 | 25 | 0 | 0 | 35 | 0 | 9.0 |
| 4 | 2021 | ATL | Atlanta Hawks | EAST | 25.666667 | 4.388889 | 213.166667 | 77.833333 | 15000 | 19500000 | 4612500.0 | 115195055 | 0 | 18 | 0 | 0 | 34 | 0 | 5.0 |
| 5 | 2020 | ATL | Atlanta Hawks | EAST | 25.714286 | 4.142857 | 216.666667 | 78.714286 | 15000 | 25102511 | 2564753.0 | 113286743 | 1 | 21 | 0 | 0 | 33 | 0 | 14.0 |
| 6 | 2019 | ATL | Atlanta Hawks | EAST | 25.000000 | 3.181818 | 219.136364 | 79.136364 | 15000 | 25534253 | 2275020.0 | 107076435 | 1 | 23 | 0 | 0 | 33 | 0 | 12.0 |
| 7 | 2018 | ATL | Atlanta Hawks | EAST | 25.500000 | 2.681818 | 208.181818 | 78.363636 | 15000 | 16910113 | 1662500.0 | 99574321 | 0 | 25 | 0 | 0 | 33 | 0 | 15.0 |
| 8 | 2017 | ATL | Atlanta Hawks | EAST | 28.200000 | 5.900000 | 222.050000 | 78.800000 | 15000 | 23180275 | 2299942.5 | 96007250 | 2 | 18 | 0 | 0 | 33 | 0 | 5.0 |
| 9 | 2016 | ATL | Atlanta Hawks | EAST | 27.352941 | 5.294118 | 218.000000 | 78.588235 | 15000 | 19000000 | 2435000.0 | 71453126 | 1 | 15 | 0 | 0 | 32 | 0 | 4.0 |
| Season | team | team_full_name | conference | avg_age | avg_exp | avg_weight | avg_height | Odds | highest_salary | median_salary | total_salary | top_players | not_top_players | nb_championships | nb_champ_past_4y | nb_po_apperence | winner | ranking | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 856 | 2007 | ORL | Orlando Magic | EAST | 26.000000 | 4.733333 | 217.733333 | 78.666667 | 15000 | 16901500 | 3224000.0 | 61447108 | 1 | 15 | 0 | 0 | 9 | 0 | 8.0 |
| 857 | 2007 | PHI | Philadelphia 76ers | EAST | 26.277778 | 4.444444 | 216.500000 | 79.055556 | 12000 | 17600000 | 2800000.0 | 69140163 | 1 | 16 | 2 | 0 | 27 | 0 | 9.0 |
| 858 | 2007 | PHO | Phoenix Suns | WEST | 29.071429 | 6.357143 | 221.357143 | 79.071429 | 600 | 15070000 | 1870501.0 | 65841120 | 1 | 14 | 0 | 0 | 27 | 0 | 2.0 |
| 859 | 2007 | POR | Portland Trail Blazers | WEST | 24.705882 | 2.705882 | 218.764706 | 79.117647 | 50000 | 12000000 | 2780160.0 | 75026386 | 0 | 17 | 1 | 0 | 30 | 0 | 13.0 |
| 860 | 2007 | SAC | Sacramento Kings | WEST | 27.200000 | 5.466667 | 222.933333 | 78.666667 | 3500 | 12500000 | 1460460.0 | 64296611 | 0 | 18 | 0 | 0 | 30 | 0 | 11.0 |
| 861 | 2007 | SAS | San Antonio Spurs | WEST | 29.437500 | 6.125000 | 219.062500 | 79.500000 | 450 | 17429672 | 3000000.0 | 65654320 | 1 | 14 | 4 | 2 | 30 | 1 | 3.0 |
| 862 | 2007 | SEA | Seattle SuperSonics | WEST | 25.750000 | 3.625000 | 223.875000 | 78.875000 | 10000 | 14611570 | 1958640.0 | 56986831 | 1 | 16 | 1 | 0 | 4 | 0 | 14.0 |
| 863 | 2007 | TOR | Toronto Raptors | EAST | 25.823529 | 2.882353 | 219.000000 | 78.705882 | 10000 | 7280000 | 2739733.5 | 51015491 | 0 | 18 | 0 | 0 | 4 | 0 | 4.0 |
| 864 | 2007 | UTA | Utah Jazz | WEST | 24.933333 | 2.933333 | 229.333333 | 78.866667 | 8000 | 12364000 | 2395200.0 | 62364364 | 0 | 17 | 0 | 0 | 21 | 0 | 5.0 |
| 865 | 2007 | WAS | Washington Wizards | EAST | 26.125000 | 4.062500 | 227.812500 | 79.875000 | 6500 | 15101625 | 1803600.0 | 62733705 | 1 | 16 | 0 | 0 | 3 | 0 | 7.0 |
Most frequently occurring
| Season | team | team_full_name | conference | avg_age | avg_exp | avg_weight | avg_height | Odds | highest_salary | median_salary | total_salary | top_players | not_top_players | nb_championships | nb_champ_past_4y | nb_po_apperence | winner | ranking | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2010 | MIN | Minnesota Timberwolves | WEST | 24.937500 | 3.500000 | 227.500000 | 79.375000 | 20000 | 12000000 | 2969280.0 | 62253360 | 0 | 17 | 0 | 0 | 5 | 0 | 15.0 | 3 |
| 12 | 2011 | MIN | Minnesota Timberwolves | WEST | 23.647059 | 2.588235 | 218.117647 | 78.529412 | 20000 | 11530592 | 3415140.0 | 53461123 | 1 | 15 | 0 | 0 | 5 | 0 | 15.0 | 3 |
| 17 | 2012 | MIN | Minnesota Timberwolves | WEST | 24.733333 | 3.733333 | 224.600000 | 78.800000 | 20000 | 6262347 | 4300000.0 | 56844339 | 0 | 15 | 0 | 0 | 5 | 0 | 12.0 | 3 |
| 0 | 2008 | CHA | Charlotte Bobcats | EAST | 27.333333 | 5.200000 | 217.533333 | 78.800000 | 12500 | 11111110 | 2376000.0 | 53745468 | 1 | 14 | 0 | 0 | 8 | 0 | 12.0 | 2 |
| 1 | 2008 | MIN | Minnesota Timberwolves | WEST | 25.937500 | 4.312500 | 226.187500 | 79.000000 | 15000 | 11666666 | 2562426.0 | 69043895 | 0 | 19 | 0 | 0 | 5 | 0 | 13.0 | 2 |
| 2 | 2009 | CHA | Charlotte Bobcats | EAST | 25.833333 | 3.958333 | 226.250000 | 79.333333 | 12500 | 9537500 | 2661027.0 | 62866926 | 0 | 17 | 0 | 0 | 8 | 0 | 10.0 | 2 |
| 3 | 2009 | MIN | Minnesota Timberwolves | WEST | 26.470588 | 4.352941 | 224.941176 | 79.000000 | 15000 | 11000000 | 2989620.0 | 66445144 | 0 | 16 | 0 | 0 | 5 | 0 | 11.0 | 2 |
| 4 | 2010 | ATL | Atlanta Hawks | EAST | 26.500000 | 5.642857 | 227.357143 | 79.357143 | 5000 | 14976754 | 3403820.0 | 65883642 | 1 | 13 | 0 | 0 | 26 | 0 | 3.0 | 2 |
| 5 | 2010 | GSW | Golden State Warriors | WEST | 26.250000 | 4.100000 | 214.800000 | 78.800000 | 12500 | 11000000 | 2671440.0 | 65352372 | 0 | 19 | 1 | 0 | 33 | 0 | 13.0 | 2 |
| 6 | 2010 | HOU | Houston Rockets | WEST | 25.904762 | 3.047619 | 222.142857 | 79.047619 | 4000 | 16378325 | 2300000.0 | 68914971 | 1 | 18 | 2 | 0 | 25 | 0 | 9.0 | 2 |